Day 18 of 100 Days of AI

Today I started the bonus material of the intro to ML course I’ve been doing. I’ll be working with weather data will practise all the key topics I covered in the course. Key areas include:

1. Linear Regression – completed.
2. KNN – to do
3. Decision Trees – to do
4. Logistic Regression – to do
5. SVM – to do

I’ll then assess all the above techniques using the following evaluation metrics.

1. Accuracy Score
2. Jaccard Index
3. F1-Score
4. LogLoss
5. Mean Absolute Error
6. Mean Squared Error
7. R2-Score

I’ve started with linear regression. The code for this is here. I’ll work through the remainder in the coming days.